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Found 3 papers, 1 papers with code
Towards Better Domain Adaptation for Self-supervised Models: A Case Study of Child ASR
With the proposed methods (E-APC and DRAFT), the relative WER improvements are even larger (30% and 19% on the OGI and MyST data, respectively) when compared to the models without using pretraining methods.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+4
Towards Better Meta-Initialization with Task Augmentation for Kindergarten-aged Speech Recognition
When data are scarce, the model might overfit to the training data, and hence good starting points for training are essential.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+2
Low Resource German ASR with Untranscribed Data Spoken by Non-native Children -- INTERSPEECH 2021 Shared Task SPAPL System
~ 5 hours of transcribed data and ~ 60 hours of untranscribed data are provided to develop a German ASR system for children.
